Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 14 de 14
Filtrar
1.
Cancer Med ; 10(11): 3575-3583, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-33960690

RESUMO

BACKGROUND: Increased risk of a second primary malignancy (SPM) before or after diagnosis of anal squamous cell carcinoma (ASCC) has been reported in a previous single-institution study. We hypothesize that patients diagnosed with ASCC are at increased risk for developing SPMs before or after the diagnosis of ASCC. The primary objective of this study was to identify the diagnoses of cancer most likely to occur as SPMs before or after ASCC. METHODS: This work employs the Surveillance, Epidemiology, and End Results (SEER) Program registry data to conduct a US-population-based study of patients diagnosed with ASCC between 1975 and 2016. In patients diagnosed with ASCC, we evaluated the risk of SPMs and the risk of developing ASCC as an SPM after another cancer using standardized incidence ratios (SIR) for all SPMs by calculating the ratio of observed events in the ASCC cohort compared to expected (O/E) events in a matched reference cohort of the general population. RESULTS: A total of 7,594 patients with primary ASCC were included. Patients with ASCC were at increased risk of the diagnosis of an SPM (SIR = 1.45), particularly cancers of the lung, vulva, oropharynx, or colon. Patients with ASCC had an increased rate of previous malignancy (SIR = 1.23), especially Kaposi sarcoma or vulvar cancer. Overall elevated incidence of SPMs was unrelated to prior radiation treatment. Radiation treatment was associated with increased risk for SPMs in the female genital system but appeared protective against prostate cancer as SPMs. CONCLUSIONS: Our findings support increased surveillance and screening for second malignancies in patients with these diagnoses, as patients with ASCC are often either survivors of a prior cancer diagnosis or are at increased risk of developing later malignancies.


Assuntos
Neoplasias do Ânus/diagnóstico , Carcinoma de Células Escamosas/diagnóstico , Segunda Neoplasia Primária/epidemiologia , Neoplasias do Ânus/radioterapia , Carcinoma de Células Escamosas/radioterapia , Neoplasias do Colo/epidemiologia , Feminino , Neoplasias Gastrointestinais/epidemiologia , Humanos , Incidência , Neoplasias Pulmonares/epidemiologia , Linfoma/epidemiologia , Linfoma não Hodgkin/epidemiologia , Masculino , Melanoma/epidemiologia , Neoplasias Orofaríngeas/epidemiologia , Neoplasias da Próstata/epidemiologia , Risco , Programa de SEER , Sarcoma de Kaposi/epidemiologia , Neoplasias Cutâneas/epidemiologia , Estados Unidos/epidemiologia , Neoplasias Vulvares/epidemiologia
2.
Cells ; 10(2)2021 01 28.
Artigo em Inglês | MEDLINE | ID: mdl-33525513

RESUMO

Extrinsic molecules such as morphogens can regulate timed mRNA translation events in developing neurons. In particular, Wingless-type MMTV integration site family, member 3 (Wnt3), was shown to regulate the translation of Foxp2 mRNA encoding a Forkhead transcription factor P2 in the neocortex. However, the Wnt receptor that possibly mediates these translation events remains unknown. Here, we report Frizzled member 7 (Fzd7) as the Wnt3 receptor that lays downstream in Wnt3-regulated mRNA translation. Fzd7 proteins co-localize with Wnt3 ligands in developing neocortices. In addition, the Fzd7 proteins overlap in layer-specific neuronal subpopulations expressing different transcription factors, Foxp1 and Foxp2. When Fzd7 was silenced, we found decreased Foxp2 protein expression and increased Foxp1 protein expression, respectively. The Fzd7 silencing also disrupted the migration of neocortical glutamatergic neurons. In contrast, Fzd7 overexpression reversed the pattern of migratory defects and Foxp protein expression that we found in the Fzd7 silencing. We further discovered that Fzd7 is required for Wnt3-induced Foxp2 mRNA translation. Surprisingly, we also determined that the Fzd7 suppression of Foxp1 protein expression is not Wnt3 dependent. In conclusion, it is exhibited that the interaction between Wnt3 and Fzd7 regulates neuronal identity and the Fzd7 receptor functions as a downstream factor in ligand Wnt3 signaling for mRNA translation. In particular, the Wnt3-Fzd7 signaling axis determines the deep layer Foxp2-expressing neurons of developing neocortices. Our findings also suggest that Fzd7 controls the balance of the expression for Foxp transcription factors in developing neocortical neurons. These discoveries are presented in our manuscript within a larger framework of this review on the role of extrinsic factors in regulating mRNA translation.


Assuntos
Encéfalo/metabolismo , Biossíntese de Proteínas , Proteínas Wnt/metabolismo , Regiões 3' não Traduzidas/genética , Animais , Animais Recém-Nascidos , Linhagem Celular Tumoral , Movimento Celular , Regulação para Baixo/genética , Feminino , Fatores de Transcrição Forkhead/metabolismo , Receptores Frizzled/metabolismo , Inativação Gênica , Humanos , Masculino , Camundongos , Neocórtex/embriologia , Neocórtex/metabolismo , Neurônios/metabolismo , Ligação Proteica , Biossíntese de Proteínas/genética , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Transdução de Sinais , Regulação para Cima/genética
3.
Exp Dermatol ; 30(6): 853-858, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-33523493

RESUMO

Pseudoxanthoma elasticum (PXE), a prototype of heritable ectopic calcification disorders, affects the skin, eyes and the cardiovascular system due to inactivating mutations in the ABCC6 gene. There is no effective treatment for the systemic manifestations of PXE. In this study, the efficacy of INS-3001, an analogue of phytic acid, was tested for inhibition of ectopic calcification in an Abcc6-/- mouse model of PXE. In prevention study, Abcc6-/- mice, at 6 weeks of age, the time of onset of ectopic calcification, were treated with INS-3001 with 0.16, 0.8, 4, 20 or 100 mg/kg/day administered by subcutaneous implantation of osmotic pumps, as well as 4 mg/kg/day by subcutaneous injection thrice weekly or 14, 4 and 0.8 mg/kg/day once weekly subcutaneous injection. Mice were necropsied at 12 weeks of age. Histologic examination and quantitative calcium assay revealed that mice receiving 6 weeks of continuous INS-3001 administration via osmotic pumps showed dose-dependent inhibition of muzzle skin calcification with complete response at 4 mg/kg/day and a minimum effective dose at 0.8 mg/kg/day. INS-3001 plasma concentrations were dose-dependent and largely consistent during treatment for each dose. thrice weekly and once weekly subcutaneous injections of INS-3001 also prevented calcification. In established disease study, 12-week-old Abcc6-/- mice with extensive calcification were continuously administered INS-3001 at 4 mg/kg/day for a follow-up of 12 weeks. INS-3001 treatment was found to stabilize existing calcification that had developed at start of treatment. These results suggest that INS-3001 may provide a promising preventive treatment strategy for PXE, a currently intractable ectopic calcification disorder.


Assuntos
Calcinose/tratamento farmacológico , Calcinose/prevenção & controle , Ácido Fítico/farmacologia , Pseudoxantoma Elástico/tratamento farmacológico , Animais , Modelos Animais de Doenças , Humanos , Camundongos , Proteínas Associadas à Resistência a Múltiplos Medicamentos , Ácido Fítico/administração & dosagem
4.
Nat Med ; 26(8): 1264-1270, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32661391

RESUMO

Cancer cachexia is a highly prevalent condition associated with poor quality of life and reduced survival1. Tumor-induced perturbations in the endocrine, immune and nervous systems drive anorexia and catabolic changes in adipose tissue and skeletal muscle, hallmarks of cancer cachexia2-4. However, the molecular mechanisms driving cachexia remain poorly defined, and there are currently no approved drugs for the condition. Elevation in circulating growth differentiation factor 15 (GDF15) correlates with cachexia and reduced survival in patients with cancer5-8, and a GDNF family receptor alpha like (GFRAL)-Ret proto-oncogene (RET) signaling complex in brainstem neurons that mediates GDF15-induced weight loss in mice has recently been described9-12. Here we report a therapeutic antagonistic monoclonal antibody, 3P10, that targets GFRAL and inhibits RET signaling by preventing the GDF15-driven interaction of RET with GFRAL on the cell surface. Treatment with 3P10 reverses excessive lipid oxidation in tumor-bearing mice and prevents cancer cachexia, even under calorie-restricted conditions. Mechanistically, activation of the GFRAL-RET pathway induces expression of genes involved in lipid metabolism in adipose tissues, and both peripheral chemical sympathectomy and loss of adipose triglyceride lipase protect mice from GDF15-induced weight loss. These data uncover a peripheral sympathetic axis by which GDF15 elicits a lipolytic response in adipose tissue independently of anorexia, leading to reduced adipose and muscle mass and function in tumor-bearing mice.


Assuntos
Caquexia/tratamento farmacológico , Receptores de Fator Neurotrófico Derivado de Linhagem de Célula Glial/genética , Fator 15 de Diferenciação de Crescimento/genética , Complexos Multiproteicos/ultraestrutura , Neoplasias/tratamento farmacológico , Proteínas Proto-Oncogênicas c-ret/genética , Tecido Adiposo/efeitos dos fármacos , Tecido Adiposo/metabolismo , Animais , Anticorpos Monoclonais , Caquexia/complicações , Caquexia/genética , Caquexia/imunologia , Linhagem Celular Tumoral , Cristalografia por Raios X , Receptores de Fator Neurotrófico Derivado de Linhagem de Célula Glial/ultraestrutura , Fator 15 de Diferenciação de Crescimento/ultraestrutura , Xenoenxertos , Humanos , Peroxidação de Lipídeos , Camundongos , Complexos Multiproteicos/genética , Músculo Esquelético/efeitos dos fármacos , Músculo Esquelético/patologia , Neoplasias/complicações , Neoplasias/genética , Neoplasias/imunologia , Proto-Oncogene Mas , Proteínas Proto-Oncogênicas c-ret/ultraestrutura , Transdução de Sinais , Redução de Peso
5.
Nat Commun ; 11(1): 1674, 2020 04 03.
Artigo em Inglês | MEDLINE | ID: mdl-32245946

RESUMO

Neurodevelopment requires precise regulation of gene expression, including post-transcriptional regulatory events such as alternative splicing and mRNA translation. However, translational regulation of specific isoforms during neurodevelopment and the mechanisms behind it remain unknown. Using RNA-seq analysis of mouse neocortical polysomes, here we report translationally repressed and derepressed mRNA isoforms during neocortical neurogenesis whose orthologs include risk genes for neurodevelopmental disorders. We demonstrate that the translation of distinct mRNA isoforms of the RNA binding protein (RBP), Elavl4, in radial glia progenitors and early neurons depends on its alternative 5' UTRs. Furthermore, 5' UTR-driven Elavl4 isoform-specific translation depends on upstream control by another RBP, Celf1. Celf1 regulation of Elavl4 translation dictates development of glutamatergic neurons. Our findings reveal a dynamic interplay between distinct RBPs and alternative 5' UTRs in neuronal development and underscore the risk of post-transcriptional dysregulation in co-occurring neurodevelopmental disorders.


Assuntos
Proteínas CELF1/metabolismo , Proteína Semelhante a ELAV 4/genética , Regulação da Expressão Gênica no Desenvolvimento , Neocórtex/crescimento & desenvolvimento , Neurogênese/genética , Regiões 5' não Traduzidas/genética , Processamento Alternativo , Animais , Linhagem Celular Tumoral , Feminino , Ácido Glutâmico/metabolismo , Masculino , Camundongos , Camundongos Transgênicos , Neocórtex/citologia , Células-Tronco Neurais/metabolismo , Neuroglia/metabolismo , Neurônios/metabolismo , Polirribossomos/metabolismo , Cultura Primária de Células , Biossíntese de Proteínas/genética , Isoformas de RNA/genética , RNA-Seq
6.
Adv Radiat Oncol ; 4(3): 541-550, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31360811

RESUMO

PURPOSE: We examined long-term clinical outcomes among patients with synchronous oligometastatic non-small cell lung cancer (NSCLC) treated at our institution with definitive thoracic chemoradiation therapy (CRT) and local therapy to all oligometastatic lesions. METHODS AND MATERIALS: A retrospective review identified 38 patients with synchronous oligometastatic NSCLC (≤3 metastatic lesions) who were treated with definitive CRT to the primary tumor and regional lymph nodes between 1999 and 2017 at our institution. Of the 38 patients, 27 patients (71%) received induction chemotherapy, all of whom responded or stabilized with initial systemic therapy before consideration of CRT. Most patients received chemotherapy concurrently with radiation therapy (n = 32; 84%) and local therapy to the metastatic disease site(s) (n = 34; 89%). We assessed patterns of progression or failure, overall survival (OS), progression-free survival (PFS), and toxicities. RESULTS: The median follow-up duration was 54.9 months. Most patients (84%) presented with N2 to N3 disease. The brain or central nervous system was the most common site of disease progression and occurred in 16 of 28 patients (57%) experiencing any progression and 10 of 16 patients (63%) who initially presented with brain oligometastases. Median OS was 21.1 months (95% confidence interval [CI], 15.6-49.0 months), and median PFS 9.7 months (95% CI, 8.2-14.4 months). The 1-, 2-, and 4-year OS rates were 75.7%, 45.0%, and 33.7%, respectively. On multivariate analysis, both locoregional progression (hazard ratio: 5.8; 95% CI, 2.2-15.0; P = .0003) and distant progression (hazard ratio: 6.0; 95% CI, 2.3-15.4; P = .0002), when treated as time-dependent covariates, were associated with inferior OS. Grade ≥3 esophagitis occurred in 9% and grade ≥3 pneumonitis in 5% of patients with evaluable data. CONCLUSIONS: Patients with synchronous oligometastatic NSCLC and a high regional nodal burden treated with definitive thoracic CRT experienced favorable survival outcomes and low toxicity. At our institution, treating oligometastatic disease with CRT after systemic therapy is incorporated into the treatment plan from the onset of therapy, and we monitor the neuraxis closely for progression during and after treatment. Future research should focus on novel treatment combinations, such as immunotherapy or targeted systemic therapy as appropriate to further improve tumor control and survival.

7.
J Gastrointest Oncol ; 9(5): 853-857, 2018 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-30505585

RESUMO

Prior studies examining the risk of second primary malignancy (SPM) after a first primary cancer generally have used large datasets such as the Surveillance, Epidemiology, and End Results (SEER) registry and excluded survivors of previous primaries and developers of synchronous primaries. The goal of this study was to provide a more complete representation of multiple cancer risk in squamous cell carcinoma of the anus (SCCA) patients. A single-institution retrospective study of 46 patients treated definitively for SCCA between January 2006 and July 2017 was conducted. Of the 46 patients, 18 (39%) had either a primary malignancy before SCCA (n=9) or SPM after an index SCCA (n=9). Six patients had ≥3 total malignancies. In our cohort, patients without SPMs tended to die from SCCA recurrence, while patients with SPMs were more likely to die from their SPM than from SCCA. Our study suggests that patients with SCCA are often either survivors of previous cancers or develop later malignancies. Several risk factors may play a role including HPV infection, HPV-related or treatment-related immunosuppression, somatic mutations due to chemotherapy, and genetic factors. Patients with SCCA require lifelong surveillance given their elevated risk of malignancy. Future work should focus on identifying genomic or immunologic factors that may predispose SCCA patients to develop multiple primary malignancies.

8.
J Thorac Oncol ; 13(10): 1508-1518, 2018 10.
Artigo em Inglês | MEDLINE | ID: mdl-29883836

RESUMO

INTRODUCTION: We hypothesized that higher cardiac doses correlates with clinically significant cardiotoxicity after standard-dose chemoradiation therapy (CRT) (∼60 Gy) for inoperable NSCLC. METHODS: We retrospectively reviewed the records of 140 patients with inoperable NSCLC treated with concurrent CRT from 2007 to 2015. Extracted data included baseline cardiac status, dosimetric parameters to the whole heart (WH) and cardiac substructures, and the development of post-CRT symptomatic cardiac events (acute coronary syndrome [ACS], arrhythmia, pericardial effusion, pericarditis, and congestive heart failure [CHF]). Competing risks analysis was used to estimate time to cardiac events. RESULTS: Median follow-up was 47.4 months. Median radiation therapy dose was 61.2 Gy (interquartile range, 60 to 66 Gy). Forty patients (28.6%) developed 47 symptomatic cardiac events at a median of 15.3 months to first event. On multivariate analysis, higher WH doses and baseline cardiac status were associated with an increased risk of symptomatic cardiac events. The 4-year cumulative incidence of symptomatic cardiac events was 48.6% versus 18.5% for mean WH dose ≥ 20 Gy versus < 20 Gy, respectively (p = 0.0002). Doses to the WH, ventricles, and left anterior descending artery were associated with ACS/CHF, whereas doses to the WH and atria were not associated with supraventricular arrhythmias. Symptomatic cardiac events (p = 0.0001) were independently associated with death. CONCLUSIONS: Incidental cardiac irradiation was associated with subsequent symptomatic cardiac events, particularly ACS/CHF, and symptomatic cardiac events were associated with inferior survival. These results support the minimization of cardiac doses among patients with inoperable NSCLC receiving standard-dose CRT.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/complicações , Carcinoma Pulmonar de Células não Pequenas/radioterapia , Cardiotoxicidade/etiologia , Quimiorradioterapia/efeitos adversos , Neoplasias Pulmonares/complicações , Neoplasias Pulmonares/radioterapia , Radiometria/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Cardiotoxicidade/patologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos
9.
Int J Radiat Oncol Biol Phys ; 101(5): 1104-1112, 2018 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-29730063

RESUMO

PURPOSE: To investigate the impact of daily image-guided radiation therapy technique on clinical outcomes in patients with inoperable non-small cell lung cancer treated with definitive chemoradiation therapy. METHODS AND MATERIALS: We compared patients with inoperable non-small cell lung cancer receiving daily cone beam computed tomography (CBCT) after an initial 4-dimensional computed tomography (4DCT) simulation (n = 76) with those receiving daily 2-dimensional orthogonal kilovoltage (kV) imaging (n = 48). The primary endpoint was time to grade ≥2 radiation pneumonitis (RP2), estimated with the cumulative incidence method, compared with Gray's test, and modeled with the Fine-Gray method. RESULTS: Median follow-up was 40.6 months (range, 5.9-58.1 months) for the CBCT group and 75.8 months (range, 9.9-107.8 months) for the orthogonal kV group. Four-dimensional computed tomography simulation was used in 100% (n = 76) of the CBCT group and 56% (n = 27) of the orthogonal kV group (P < .0001). The 1-year cumulative incidence of RP2 was lower in the CBCT group than in the orthogonal kV group (24% vs 44%, P = .020). On multivariate analysis, daily imaging with CBCT after an initial 4DCT simulation was associated with a decreased risk of RP2 (adjusted hazard ratio 0.43, 95% confidence interval 0.22-0.82, P = .011), a finding that persisted among only patients who received 4DCT simulation (adjusted hazard ratio 0.48, 95% confidence interval 0.23-0.98, P = .045). There was no difference in locoregional progression, distant metastasis, any progression, or overall survival between groups. CONCLUSIONS: Daily image guided radiation therapy with CBCT compared with 2-dimensional orthogonal kV imaging was associated with a decreased risk of RP2. Clinicians could consider the implications of localization methods during curative intent radiation therapy.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/terapia , Tomografia Computadorizada de Feixe Cônico/métodos , Neoplasias Pulmonares/terapia , Pneumonite por Radiação/prevenção & controle , Radioterapia Guiada por Imagem/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Quimiorradioterapia , Feminino , Seguimentos , Tomografia Computadorizada Quadridimensional , Humanos , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Metástase Neoplásica , Dosagem Radioterapêutica , Planejamento da Radioterapia Assistida por Computador , Estudos Retrospectivos , Risco , Tamanho da Amostra
10.
Biochem Biophys Res Commun ; 491(3): 747-753, 2017 09 23.
Artigo em Inglês | MEDLINE | ID: mdl-28739253

RESUMO

ApoC-III is a critical cardiovascular risk factor, and humans expressing null mutations in apoC-III are robustly protected from cardiovascular disease. Because of its critical role in elevating plasma lipids and CVD risk, hepatic apoC-III regulation has been studied at length. Considerably less is known about the factors that regulate intestinal apoC-III. In this work, we use primary murine enteroids, Caco-2 cells, and dietary studies in wild-type mice to show that intestinal apoC-III expression does not change in response to fatty acids, glucose, or insulin administration, in contrast to hepatic apoC-III. Intestinal apoC-III is not sensitive to changes in FoxO1 expression (which is itself very low in the intestine, as is FoxO1 target IGFBP-1), nor is intestinal apoC-III responsive to western diet, a significant contrast to hepatic apoC-III stimulation during western diet. These data strongly suggest that intestinal apoC-III is not a FoxO1 target and support the idea that apoC-III is not regulated coordinately with hepatic apoC-III, and establishes another key aspect of apoC-III that is unique in the intestine from the liver.


Assuntos
Apolipoproteína C-III/metabolismo , Proteína Forkhead Box O1/metabolismo , Regulação da Expressão Gênica/fisiologia , Mucosa Intestinal/metabolismo , Metabolismo dos Lipídeos/fisiologia , Fígado/metabolismo , Animais , Células CACO-2 , Dieta Ocidental , Feminino , Glucose/metabolismo , Humanos , Técnicas In Vitro , Insulina/metabolismo , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Especificidade de Órgãos/fisiologia
11.
Med Phys ; 42(4): 1690-7, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25832058

RESUMO

PURPOSE: To evaluate the feasibility of using optical surface imaging (OSI) to measure the dynamic tidal volume (TV) of the human torso during free breathing. METHODS: We performed experiments to measure volume or volume change in geometric and deformable phantoms as well as human subjects using OSI. To assess the accuracy of OSI in volume determination, we performed experiments using five geometric phantoms and two deformable body phantoms and compared the values with those derived from geometric calculations and computed tomography (CT) measurements, respectively. To apply this technique to human subjects, an institutional review board protocol was established and three healthy volunteers were studied. In the human experiment, a high-speed image capture mode of OSI was applied to acquire torso images at 4-5 frames per second, which was synchronized with conventional spirometric measurements at 5 Hz. An in-house matlab program was developed to interactively define the volume of interest (VOI), separate the thorax and abdomen, and automatically calculate the thoracic and abdominal volumes within the VOIs. The torso volume change (TV C = ΔVtorso = ΔVthorax + ΔVabdomen) was automatically calculated using full-exhalation phase as the reference. The volumetric breathing pattern (BPv = ΔVthorax/ΔVtorso) quantifying thoracic and abdominal volume variations was also calculated. Under quiet breathing, TVC should equal the tidal volume measured concurrently by a spirometer with a conversion factor (1.08) accounting for internal and external differences of temperature and moisture. Another matlab program was implemented to control the conventional spirometer that was used as the standard. RESULTS: The volumes measured from the OSI imaging of geometric phantoms agreed with the calculated volumes with a discrepancy of 0.0% ± 1.6% (range -1.9% to 2.5%). In measurements from the deformable torso/thorax phantoms, the volume differences measured using OSI imaging and CT imaging were 1.2% ± 2.1% (range -0.5% to 3.6%), with a linear regression fitting (slope = 1.02 and R(2) = 0.999). In volunteers, the relative error in OSI tidal volume measurement was -2.2% ± 4.9% (range -9.2% to 4.8%) and a correlation of r = 0.98 was found with spirometric measurement. The breathing pattern values of the three volunteers were substantially different from each other (BPv = 0.15, 0.45, and 0.32). CONCLUSIONS: This study demonstrates the feasibility of using OSI to measure breathing tidal volumes and breathing patterns with adequate accuracy. This is the first time that dynamic breathing tidal volume as well as breathing patterns is measured using optical surface imaging. The OSI-observed movement of the entire torso could serve as a new respiratory surrogate in the treatment room during radiation therapy.


Assuntos
Imagem Óptica/métodos , Espirometria/métodos , Abdome/fisiologia , Estudos de Viabilidade , Humanos , Modelos Biológicos , Imagem Óptica/instrumentação , Reconhecimento Automatizado de Padrão/métodos , Imagens de Fantasmas , Respiração , Software , Espirometria/instrumentação , Tórax/fisiologia , Volume de Ventilação Pulmonar , Tomografia Computadorizada por Raios X
12.
Pattern Recognit ; 48(1): 276-287, 2015 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-25395692

RESUMO

Receiver operating characteristic (ROC) analysis is a standard methodology to evaluate the performance of a binary classification system. The area under the ROC curve (AUC) is a performance metric that summarizes how well a classifier separates two classes. Traditional AUC optimization techniques are supervised learning methods that utilize only labeled data (i.e., the true class is known for all data) to train the classifiers. In this work, inspired by semi-supervised and transductive learning, we propose two new AUC optimization algorithms hereby referred to as semi-supervised learning receiver operating characteristic (SSLROC) algorithms, which utilize unlabeled test samples in classifier training to maximize AUC. Unlabeled samples are incorporated into the AUC optimization process, and their ranking relationships to labeled positive and negative training samples are considered as optimization constraints. The introduced test samples will cause the learned decision boundary in a multidimensional feature space to adapt not only to the distribution of labeled training data, but also to the distribution of unlabeled test data. We formulate the semi-supervised AUC optimization problem as a semi-definite programming problem based on the margin maximization theory. The proposed methods SSLROC1 (1-norm) and SSLROC2 (2-norm) were evaluated using 34 (determined by power analysis) randomly selected datasets from the University of California, Irvine machine learning repository. Wilcoxon signed rank tests showed that the proposed methods achieved significant improvement compared with state-of-the-art methods. The proposed methods were also applied to a CT colonography dataset for colonic polyp classification and showed promising results.

13.
Phys Med Biol ; 57(22): 7579-98, 2012 Nov 21.
Artigo em Inglês | MEDLINE | ID: mdl-23103415

RESUMO

To investigate the feasibility of four-dimensional radiotherapy (4DRT) planning from a tumor-tracking beam's eye view (ttBEV) with reliable gross tumor volume (GTV) delineation, realistic normal tissue representation, high planning accuracy and low clinical workload, we propose and validate a novel 4D conformal planning strategy based on a synthesized 3.5D computed tomographic (3.5DCT) image with a motion-compensated tumor. To recreate patient anatomy from a ttBEV in the moving tumor coordinate system for 4DRT planning (or 4D planning), the centers of delineated GTVs in all phase CT images of 4DCT were aligned, and then the aligned CTs were averaged to produce a new 3.5DCT image. This GTV-motion-compensated CT contains a motionless target (with motion artifacts minimized) and motion-blurred normal tissues (with a realistic temporal density average). Semi-automatic threshold-based segmentation of the tumor, lung and body was applied, while manual delineation was used for other organs at risk (OARs). To validate this 3.5DCT-based 4D planning strategy, five patients with peripheral lung lesions of small size (<5 cm(3)) and large motion range (1.2-3.5 cm) were retrospectively studied for stereotactic body radiotherapy (SBRT) using 3D conformal radiotherapy planning tools. The 3.5DCT-based 4D plan (3.5DCT plan) with 9-10 conformal beams was compared with the 4DCT-based 4D plan (4DCT plan). The 4DCT plan was derived from multiple 3D plans based on all phase CT images, each of which used the same conformal beam configuration but with an isocenter shift to aim at the moving tumor and a minor beam aperture and weighting adjustment to maintain plan conformality. The dose-volume histogram (DVH) of the 4DCT plan was created with two methods: one is an integrated DVH (iDVH(4D)), which is defined as the temporal average of all 3D-phase-plan DVHs, and the other (DVH(4D)) is based on the dose distribution in a reference phase CT image by dose warping from all phase plans using the displacement vector field (DVF) from a free-form deformable image registration (DIR). The DVH(3.5D) (for the 3.5DCT plan) was compared with both iDVH(4D) and DVH(4D). To quantify the DVH difference between the 3.5DCT plan and the 4DCT plan, two methods were used: relative difference (%) of the areas underneath the DVH curves and the volumes receiving more than 20% (V20) and 50% (V50) of prescribed dose of these 4D plans. The volume of the delineated GTV from different phase CTs varied dramatically from 24% to 112% among the five patients, whereas the GTV from 3.5DCT deviated from the averaged GTV in 4DCT by only -6%±6%. For planning tumor volume (PTV) coverage, the difference between the DVH(3.5D) and iDVH(4D) was negligible (<1% area), whereas the DVH(3.5D) and DVH(4D) were quite different, due to DIR uncertainty (∼2 mm), which propagates to PTV dose coverage with a pronounced uncertainty for small tumors (0.3-4.0 cm(3)) in stereotactic plans with sharp dose falloff around PTV. For OARs, such as the lung, heart, cord and esophagus, the three DVH curves (DVH(3.5D), DVH(4D) and iDVH(4D)) were found to be almost identical for the same patients, especially in high-dose regions. For the tumor-containing lung, the relative difference of the areas underneath the DVH curves was found to be small (5.3% area on average), of which 65% resulted from the low-dose region (D < 20%). The averaged V20 difference between the two 4D plans was 1.2% ± 0.8%. For the mean lung dose (MLD), the 3.5DCT plan differed from the 4DCT plan by -1.1%±1.3%. GTV-motion-compensated CT (3.5DCT) produces an accurate and reliable GTV delineation, which is close to the mean GTV from 4DCT. The 3.5DCT plan is equivalent to the 4DCT plan with <1% dose difference to the PTV and negligible dose difference in OARs. The 3.5DCT approach simplifies 4D planning and provides accurate dose calculation without a substantial increase of clinical workload for motion-tracking delivery to treat small peripheral lung tumors with large motion.


Assuntos
Tomografia Computadorizada Quadridimensional/métodos , Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/radioterapia , Planejamento da Radioterapia Assistida por Computador/métodos , Carga Tumoral , Estudos de Viabilidade , Humanos , Órgãos em Risco/efeitos da radiação , Dosagem Radioterapêutica
14.
Int J Radiat Oncol Biol Phys ; 72(5): 1287-90, 2008 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-19028268

RESUMO

PURPOSE: To assess whether alterations in tumor blood volume (BV) and blood flow (BF) during the early course of chemo-radiotherapy (chemo-RT) for head-and-neck cancer (HNC) predict treatment outcome. METHODS AND MATERIALS: Fourteen patients receiving concomitant chemo-RT for nonresectable, locally advanced HNC underwent dynamic contrast-enhanced (DCE) MRI scans before therapy and 2 weeks after initiation of chemo-RT. The BV and BF were quantified from DCE MRI. Preradiotherapy BV and BF, as well as their changes during RT, were evaluated separately in the primary gross tumor volume (GTV) and nodal GTV for association with outcomes. RESULTS: At a median follow-up of 10 months (range, 5-27 months), 9 patients had local-regional controlled disease. One patient had regional failure, 3 had local failures, and 1 had local-regional failure. Reduction in tumor volume after 2 weeks of chemo-RT did not predict for local control. In contrast, the BV in the primary GTV after 2 weeks of chemo-RT was increased significantly in the local control patients compared with the local failure patients (p < 0.03). CONCLUSIONS: Our data suggest that an increase in available primary tumor blood for oxygen extraction during the early course of RT is associated with local control, thus yielding a predictor with potential to modify treatment. These findings require validation in larger studies.


Assuntos
Volume Sanguíneo , Neoplasias de Cabeça e Pescoço/irrigação sanguínea , Neoplasias de Cabeça e Pescoço/radioterapia , Adulto , Idoso de 80 Anos ou mais , Anticorpos Monoclonais/administração & dosagem , Anticorpos Monoclonais Humanizados , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Volume Sanguíneo/efeitos da radiação , Carboplatina/administração & dosagem , Cetuximab , Terapia Combinada , Feminino , Seguimentos , Neoplasias de Cabeça e Pescoço/tratamento farmacológico , Neoplasias de Cabeça e Pescoço/mortalidade , Neoplasias de Cabeça e Pescoço/patologia , Humanos , Masculino , Pessoa de Meia-Idade , Paclitaxel/administração & dosagem , Paclitaxel/uso terapêutico , Valor Preditivo dos Testes , Dosagem Radioterapêutica , Fatores de Tempo , Falha de Tratamento , Resultado do Tratamento
SELEÇÃO DE REFERÊNCIAS
DETALHE DA PESQUISA